Pareto smoothed importance sampling

A Vehtari, D Simpson, A Gelman, Y Yao… - Journal of Machine …, 2024 - jmlr.org
Importance weighting is a general way to adjust Monte Carlo integration to account for
draws from the wrong distribution, but the resulting estimate can be highly variable when the …

Automatic generation and updating of process industrial digital twins for estimation and control-A review

W Birk, R Hostettler, M Razi, K Atta… - Frontiers in Control …, 2022 - frontiersin.org
This review aims at assessing the opportunities and challenges of creating and using digital
twins for process industrial systems over their life-cycle in the context of estimation and …

[HTML][HTML] Context-based facilitation of semantic access follows both logarithmic and linear functions of stimulus probability

JM Szewczyk, KD Federmeier - Journal of memory and language, 2022 - Elsevier
Stimuli are easier to process when context makes them predictable, but does context-based
facilitation arise from preactivation of a limited set of relatively probable upcoming stimuli …

The Corona Australis star formation complex is accelerating away from the Galactic plane

L Posch, N Miret-Roig, J Alves, S Ratzenböck… - Astronomy & …, 2023 - aanda.org
We study the kinematics of the recently discovered Corona Australis (CrA) chain of clusters
by examining the 3D space motion of its young stars using Gaia DR3 and APOGEE-2 data …

Bayesian model selection in the M-open setting—Approximate posterior inference and subsampling for efficient large-scale leave-one-out cross-validation via the …

R Kelter - Journal of Mathematical Psychology, 2021 - Elsevier
Abstract Comparison of competing statistical models is an essential part of psychological
research. From a Bayesian perspective, various approaches to model comparison and …

Addressing practicalities in multivariate nonlinear regression for mitigating environmental and operational variations

C Roberts, DG Cava… - Structural Health …, 2023 - journals.sagepub.com
A significant problem associated with the implementation of Vibration-Based Structural
Health Monitoring (VSHM) systems originates from the detrimental effects caused by …

Understanding the impact of mobility on COVID-19 spread: A hybrid gravity-metapopulation model of COVID-19

SA Iyaniwura, N Ringa, PA Adu, S Mak… - PLOS Computational …, 2023 - journals.plos.org
The outbreak of the severe acute respiratory syndrome coronavirus 2 started in Wuhan,
China, towards the end of 2019 and spread worldwide. The rapid spread of the disease can …

[HTML][HTML] Robust mitigation of EOVs using multivariate nonlinear regression within a vibration-based SHM methodology

C Roberts, LD Avendaño-Valencia, DG Cava - Mechanical Systems and …, 2024 - Elsevier
A significant issue that has plagued data-driven Vibration-based Structural Health
Monitoring (VSHM) is the mitigation of Environmental and Operational Variations (EOVs) …